2025
Vision Transformers for X-ray Diffraction Patterns Analysis
ICASSP 2025accepted
Understanding materials properties depends largely on the ability to determine its components, and in particular its mineral phases. Powder X-ray diffraction (XRD) is a powerful tool for such purposes. This paper presents a Transformer-based vision model (ViT) for mineral phase identification, and p…